Portfolio
Architecture in development

Priority / Human–AI Performance Infrastructure

AGONiQ

Cognitive competition. Human ingenuity. AI in play.
A diverse five-person AGONiQ team collaborating during a competitive human–AI performance session.
AGONiQHuman–AI Performance Infrastructure
Institutional thesis

AGONiQ is developing a new arena for human–AI performance: structured challenges where outcomes matter, the process is visible and capability can be demonstrated.

Make human–AI performance observable.

Most AI evaluation measures the model. AGONiQ focuses on the human working with it—how people frame a problem, evaluate evidence, direct systems and take responsibility for the result.

Competition formats, scoring systems, participant records and media experiences are being developed as connected parts of that performance infrastructure. An initial university pilot is being scoped for collaborative validation.

What is being developed

01Structured challenge formats
02Visible human–AI process
03Performance scoring
04Participant records
05Media experiences
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